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An automated computational image analysis pipeline for histological grading of cardiac allograft rejection.

Eliot G PeysterSara ArabyarmohammadiAndrew JanowczykSepideh AzarianpourMiroslav SekulicClarissa A CassolLuke BlowerAnil ParwaniPriti LalMichael D FeldmanKenneth B MarguliesAnant Madabhushi
Published in: European heart journal (2021)
These results show that the CACHE-grader pipeline, derived using intuitive morphological features, can provide expert-quality rejection grading, performing within the range of inter-grader variability seen among human pathologists.
Keyphrases
  • endothelial cells
  • left ventricular
  • induced pluripotent stem cells
  • pluripotent stem cells
  • clinical practice
  • heart failure